Serving deep learning models with deduplication from relational databases L Zhou, J Chen, A Das, H Min, L Yu, M Zhao, J Zou arXiv preprint arXiv:2201.10442, 2022 | 16 | 2022 |
Lachesis: automatic partitioning for UDF-centric analytics J Zou, A Das, P Barhate, A Iyengar, B Yuan, D Jankov, C Jermaine arXiv preprint arXiv:2006.16529, 2020 | 12 | 2020 |
Lachesis: Automated generation of persistent partitionings for big data applications J Zou, P Barhate, A Das, A Iyengar, B Yuan, D Jankov, C Jermaine Proc. VLDB Endowment 14, 1262-1275, 2021 | 5 | 2021 |
Benchmark of DNN Model Search at Deployment Time L Zhou, A Jain, Z Wang, A Das, Y Yang, J Zou Proceedings of the 34th International Conference on Scientific and …, 2022 | 3 | 2022 |
Survive the schema changes: integration of unmanaged data using deep learning Z Wang, L Zhou, A Das, V Dave, Z Jin, J Zou arXiv preprint arXiv:2010.07586, 2020 | 3 | 2020 |
It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing L Zhou, Z Wang, A Das, J Zou arXiv preprint arXiv:2010.09474, 2020 | 1 | 2020 |
Database Storage Design for Model Serving Workloads A Das Arizona State University, 2021 | | 2021 |